## Warning: package 'ggplot2' was built under R version 3.2.4
##
## Call:
## lm(formula = Cover ~ Czscores[, 2] + Czscores[, 3] + Czscores[,
## 4] + Czscores[, 5] + Czscores[, 6] + Czscores[, 7] + Czscores[,
## 8] + Czscores[, 9] + Czscores[, 10] + Czscores[, 11] + Czscores[,
## 12], data = Czscores)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.068410 -0.022134 0.002904 0.019711 0.060173
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 9.419e-16 3.308e-03 0.000 1.0000
## Czscores[, 2] 3.106e-02 4.561e-03 6.809 2.94e-09 ***
## Czscores[, 3] 2.533e-02 3.933e-03 6.440 1.36e-08 ***
## Czscores[, 4] 1.080e-01 4.336e-03 24.912 < 2e-16 ***
## Czscores[, 5] 4.554e-02 4.718e-03 9.652 1.96e-14 ***
## Czscores[, 6] 4.458e-01 4.592e-03 97.084 < 2e-16 ***
## Czscores[, 7] 3.867e-01 5.499e-03 70.317 < 2e-16 ***
## Czscores[, 8] 2.821e-01 4.134e-03 68.245 < 2e-16 ***
## Czscores[, 9] -4.732e-03 3.552e-03 -1.332 0.1872
## Czscores[, 10] 3.881e-03 4.288e-03 0.905 0.3686
## Czscores[, 11] -8.674e-03 4.099e-03 -2.116 0.0379 *
## Czscores[, 12] 9.997e-02 4.827e-03 20.710 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02977 on 69 degrees of freedom
## Multiple R-squared: 0.9992, Adjusted R-squared: 0.9991
## F-statistic: 8300 on 11 and 69 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = Cover ~ CReduced[, 2] + CReduced[, 3] + CReduced[,
## 4] + CReduced[, 5] + CReduced[, 6] + CReduced[, 7] + CReduced[,
## 8] + CReduced[, 9] + CReduced[, 10], data = CReduced)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.067561 -0.019531 0.001306 0.017768 0.060520
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 9.439e-16 3.324e-03 0.000 1.0000
## CReduced[, 2] 2.942e-02 4.460e-03 6.595 6.44e-09 ***
## CReduced[, 3] 2.440e-02 3.908e-03 6.245 2.76e-08 ***
## CReduced[, 4] 1.082e-01 4.201e-03 25.762 < 2e-16 ***
## CReduced[, 5] 4.785e-02 4.392e-03 10.893 < 2e-16 ***
## CReduced[, 6] 4.467e-01 4.567e-03 97.799 < 2e-16 ***
## CReduced[, 7] 3.863e-01 5.475e-03 70.565 < 2e-16 ***
## CReduced[, 8] 2.823e-01 4.126e-03 68.424 < 2e-16 ***
## CReduced[, 9] -7.615e-03 3.926e-03 -1.940 0.0564 .
## CReduced[, 10] 9.881e-02 4.710e-03 20.980 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02992 on 71 degrees of freedom
## Multiple R-squared: 0.9992, Adjusted R-squared: 0.9991
## F-statistic: 1.005e+04 on 9 and 71 DF, p-value: < 2.2e-16
## K-means clustering with 5 clusters of sizes 3, 1, 3, 1, 3
##
## Cluster means:
## Speed Acceleration Strength Agility Awareness Run.Block
## 1 -7.127778 -0.1458333 6.526389 1.506944 24.952778 12.736111
## 2 10.835340 0.9597222 -9.266512 41.066049 1.561883 11.044753
## 3 -7.619393 1.3935185 9.581842 8.918467 66.825412 41.536831
## 4 -3.143210 0.1944444 30.319753 -9.266512 8.775154 15.457562
## 5 9.270576 7.9824074 0.643570 3.317387 -4.350669 1.513066
## Pass.Block Injury Stamina Toughness Impact.Block
## 1 16.0305556 1.247222 13.480556 26.113889 14.422222
## 2 -0.4827160 -1.842901 6.446914 -1.443364 14.148765
## 3 18.6176440 4.607767 12.447891 21.045576 46.017490
## 4 7.3331790 4.879475 4.800772 7.445216 4.512809
## 5 0.7937243 10.518107 -2.849177 -3.970936 1.219496
##
## Clustering vector:
## Speed Acceleration Strength Agility Awareness
## 5 5 4 2 3
## Run.Block Pass.Block Injury Stamina Toughness
## 3 1 5 1 1
## Impact.Block
## 3
##
## Within cluster sum of squares by cluster:
## [1] 1501.545 0.000 4759.367 0.000 1114.627
## (between_SS / total_SS = 74.2 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
## K-means clustering with 3 clusters of sizes 3, 5, 1
##
## Cluster means:
## Speed Acceleration Strength Agility Awareness Run.Block
## 1 0.5800556 0.463517011 -0.1293049 0.4801616 -0.1009124 0.09407033
## 2 -0.2293335 0.059912213 0.2204297 0.1019552 0.5900687 0.56657792
## 3 -0.1312611 0.009239412 1.0125000 -0.2658931 0.1494090 0.39966852
## Pass.Block Toughness Impact.Block
## 1 -0.01585559 -0.1467136 0.05696775
## 2 0.51475117 0.4750469 0.57023361
## 3 0.25517181 0.1910650 0.10683397
##
## Clustering vector:
## Speed Acceleration Strength Agility Awareness
## 1 1 3 1 2
## Run.Block Pass.Block Toughness Impact.Block
## 2 2 2 2
##
## Within cluster sum of squares by cluster:
## [1] 1.684984 1.780312 0.000000
## (between_SS / total_SS = 64.3 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
##
## Call:
## lm(formula = Cover ~ Czscores[, 2] + Czscores[, 3] + Czscores[,
## 4] + Czscores[, 5] + Czscores[, 6] + Czscores[, 7] + Czscores[,
## 8] + Czscores[, 9] + Czscores[, 10] + Czscores[, 11] + Czscores[,
## 12], data = Czscores)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.068410 -0.022134 0.002904 0.019711 0.060173
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 9.419e-16 3.308e-03 0.000 1.0000
## Czscores[, 2] 3.106e-02 4.561e-03 6.809 2.94e-09 ***
## Czscores[, 3] 2.533e-02 3.933e-03 6.440 1.36e-08 ***
## Czscores[, 4] 1.080e-01 4.336e-03 24.912 < 2e-16 ***
## Czscores[, 5] 4.554e-02 4.718e-03 9.652 1.96e-14 ***
## Czscores[, 6] 4.458e-01 4.592e-03 97.084 < 2e-16 ***
## Czscores[, 7] 3.867e-01 5.499e-03 70.317 < 2e-16 ***
## Czscores[, 8] 2.821e-01 4.134e-03 68.245 < 2e-16 ***
## Czscores[, 9] -4.732e-03 3.552e-03 -1.332 0.1872
## Czscores[, 10] 3.881e-03 4.288e-03 0.905 0.3686
## Czscores[, 11] -8.674e-03 4.099e-03 -2.116 0.0379 *
## Czscores[, 12] 9.997e-02 4.827e-03 20.710 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02977 on 69 degrees of freedom
## Multiple R-squared: 0.9992, Adjusted R-squared: 0.9991
## F-statistic: 8300 on 11 and 69 DF, p-value: < 2.2e-16
## K-means clustering with 3 clusters of sizes 3, 5, 1
##
## Cluster means:
## Speed Acceleration Strength Agility Awareness Run.Block
## 1 0.5800556 0.463517011 -0.1293049 0.4801616 -0.1009124 0.09407033
## 2 -0.2293335 0.059912213 0.2204297 0.1019552 0.5900687 0.56657792
## 3 -0.1312611 0.009239412 1.0125000 -0.2658931 0.1494090 0.39966852
## Pass.Block Toughness Impact.Block
## 1 -0.01585559 -0.1467136 0.05696775
## 2 0.51475117 0.4750469 0.57023361
## 3 0.25517181 0.1910650 0.10683397
##
## Clustering vector:
## Speed Acceleration Strength Agility Awareness
## 1 1 3 1 2
## Run.Block Pass.Block Toughness Impact.Block
## 2 2 2 2
##
## Within cluster sum of squares by cluster:
## [1] 1.684984 1.780312 0.000000
## (between_SS / total_SS = 64.3 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
##
## Call:
## lm(formula = Cover ~ CReduced[, 2] + CReduced[, 3] + CReduced[,
## 4] + CReduced[, 5] + CReduced[, 6] + CReduced[, 7] + CReduced[,
## 8] + CReduced[, 9] + CReduced[, 10], data = CReduced)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.067561 -0.019531 0.001306 0.017768 0.060520
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 9.439e-16 3.324e-03 0.000 1.0000
## CReduced[, 2] 2.942e-02 4.460e-03 6.595 6.44e-09 ***
## CReduced[, 3] 2.440e-02 3.908e-03 6.245 2.76e-08 ***
## CReduced[, 4] 1.082e-01 4.201e-03 25.762 < 2e-16 ***
## CReduced[, 5] 4.785e-02 4.392e-03 10.893 < 2e-16 ***
## CReduced[, 6] 4.467e-01 4.567e-03 97.799 < 2e-16 ***
## CReduced[, 7] 3.863e-01 5.475e-03 70.565 < 2e-16 ***
## CReduced[, 8] 2.823e-01 4.126e-03 68.424 < 2e-16 ***
## CReduced[, 9] -7.615e-03 3.926e-03 -1.940 0.0564 .
## CReduced[, 10] 9.881e-02 4.710e-03 20.980 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02992 on 71 degrees of freedom
## Multiple R-squared: 0.9992, Adjusted R-squared: 0.9991
## F-statistic: 1.005e+04 on 9 and 71 DF, p-value: < 2.2e-16
## OVR Speed Acceleration Strength Agility Awareness
## 1 -0.7003612 -0.3382946 -0.05253018 0.07311669 -1.0078559 -0.6178031
## 2 0.0103748 -0.5081585 -0.83955590 -0.24790062 0.3809769 0.2900050
## 3 0.5392347 0.4626865 0.62116940 0.62041510 -0.1085573 0.4376803
## 4 -0.9254350 1.0847741 0.26827914 -0.92127614 1.0018012 -1.0183235
## 5 1.8481439 -0.7434017 0.04911572 0.43361375 0.3625039 1.5039867
## Run.Block Pass.Block Injury Stamina Toughness Impact.Block
## 1 -0.75214939 -0.06454089 -0.05807338 -0.4985922 -0.2478461 -0.59328507
## 2 -0.08518142 -0.16331335 -0.75515098 0.5932885 0.4929942 0.02916456
## 3 0.52840222 0.04701654 0.43242330 -0.1829124 -0.1421667 0.29587921
## 4 -0.57207182 -0.64815664 0.15127795 -0.5632314 -0.8387588 -0.62020395
## 5 1.64931363 1.24241217 0.42136702 1.2060786 1.1373336 1.59135035
## Speed Acceleration Strength Agility Awareness Run.Block
## 1 0.5666191 0.6694665 0.5981055 -0.5372708 -0.4636622 -0.1882797
## 2 -0.1432707 -0.3633631 -0.7283193 0.2552645 0.2140204 -0.1998089
## 3 -0.1950413 0.2757304 0.6580421 -0.7106144 0.4252526 0.2321450
## 4 1.3766794 0.6085817 -0.6718271 1.4364063 -0.6083780 -0.2202920
## 5 -1.3796067 -0.9916118 0.2272509 -0.3457358 0.3752721 0.4018342
## Pass.Block Injury Stamina Toughness Impact.Block
## 1 -0.2109533338 0.682007361 0.003786825 0.02909483 -0.47046985
## 2 -0.0005605134 -0.128822849 0.152396887 0.38618610 0.41901504
## 3 0.2619467519 -0.007495374 -0.934061496 -0.32121896 -0.03897758
## 4 -0.2882529576 0.205200927 -0.237191793 -0.75887050 -0.15081940
## 5 0.2332437241 -0.700845220 0.790448774 0.42877085 0.15846232
## OVR Speed Acceleration Strength Agility Awareness
## 1 -0.7687157 0.05642518 0.1216488 0.03158477 -1.0341512 -0.719891558
## 2 -0.2088992 -0.55296675 -1.0256518 -0.17146017 0.2054835 -0.007476798
## 3 0.3685607 -0.18553926 0.5370439 0.52605892 -0.3948886 0.476349858
## 4 -0.9280086 1.09356337 0.3111403 -0.98051618 1.1113703 -1.000917648
## 5 1.7260261 -0.15577380 0.2125596 0.44927722 0.5868187 1.337607414
## Run.Block Pass.Block Toughness Impact.Block
## 1 -0.6651570 -0.3360446 -0.5552531 -0.55640443
## 2 -0.2104875 -0.2703451 0.4819798 0.05117911
## 3 0.1312143 0.2959277 0.2038675 -0.26041134
## 4 -0.6101652 -0.6397867 -0.8071228 -0.61095059
## 5 1.5805901 1.0383940 0.6357873 1.57284362
## Speed Acceleration Strength Agility Awareness Run.Block
## 1 0.1978817 0.9995768 -0.06842342 -0.5288892 -0.2652210 -0.327224576
## 2 -0.1139392 -0.7137789 -0.27348801 0.4741461 0.2476272 -0.006715405
## 3 0.1986806 0.1323655 1.01765970 -0.7967618 0.1203775 -0.078008839
## 4 1.3039418 0.5030886 -0.68277556 1.2668129 -0.6964526 -0.256389585
## 5 -1.5618837 -0.6343360 -0.04205956 -0.5023811 0.4773947 0.659163080
## Pass.Block Toughness Impact.Block
## 1 0.00198835 0.4086528 -0.4183414
## 2 -0.14089449 0.3501489 0.1768938
## 3 0.13127310 -0.5729245 -0.1526613
## 4 -0.36516036 -0.8372741 -0.2357911
## 5 0.40238770 0.6383140 0.5634008
## Overall Speed Blocking Strength
## 1 -0.8261098 -0.55105275 -0.6820214 0.5569636
## 2 -0.3319383 0.05272298 -0.2044342 -0.7788294
## 3 0.2848692 -0.16649591 0.1862074 0.6620393
## 4 -1.1847261 0.96245353 -0.9380553 -1.4760239
## 5 1.7594830 0.23103610 1.3853302 0.5406474
## Speed Blocking Strength
## 1 0.3085753 -0.6247109 0.3161355
## 2 0.2616222 0.1531367 -0.4147590
## 3 -0.6665182 -0.1917304 0.8582486
## 4 1.3951158 -0.2211275 -1.1739883
## 5 -0.6321123 0.7473175 -0.1152052
## Overall Pass Blocking Quickness Run Blocking Strength Speed
## 1 -0.6203079 -0.2420405 -1.0883645 -0.5579323 0.19970598 -0.05959829
## 2 -0.3455150 -0.6286111 0.4148440 -0.1824399 0.26001033 -0.70982374
## 3 0.5081214 0.2498868 0.4102927 0.4527910 -0.07170331 0.15521589
## 4 -0.9877865 -0.8399810 1.0619583 -0.7824337 -1.21437283 0.84838175
## 5 1.8832736 1.7086738 0.1112712 1.4330164 0.68945038 -0.28943226
## Pass Blocking Quickness Run Blocking Strength Speed
## 1 -0.1999182 -0.6474777 -0.2785211 0.5141258 0.6117913
## 2 -0.5009073 0.5680895 0.2707849 0.1168416 -0.4548086
## 3 0.5400796 -0.9307264 0.2987264 0.6731393 -0.5812189
## 4 -0.6323188 1.1690757 -0.5265160 -0.9891387 0.9788979
## 5 0.8934214 0.1858455 0.1027770 -0.8255353 -0.3565086
## Speed Blocking Strength
## Eric Wood 0.064560577 0.089770646 -0.15433122
## Stefen Wisniewski -0.257387970 0.472586699 -0.21519873
## Peter Konz 0.364439220 0.063905738 -0.42834496
## Tyler Larsen -0.768738094 -0.745703474 1.51444157
## Kraig Urbik -1.363951056 0.052883603 1.31106745
## Nick Mangold -1.163675955 1.064457150 0.09921881
## Marcus Martin 0.485478467 0.009786616 -0.49526508
## T.J. Johnson -0.538818268 -0.096498461 0.63531673
## Gino Gradkowski 0.410688757 -0.256695151 -0.15399361
## Cameron Erving 0.663642732 -0.257452950 -0.40618978
## Jonotthan Harrison -0.052776666 -0.231722132 0.28449880
## James Stone 0.419963844 0.110204516 -0.53016836
## Brian Folkerts -0.305190488 -0.718640631 1.02383112
## Shaq Mason 1.155572703 -1.279010601 0.12343790
## Jeremy Zuttah 0.025677828 0.303636924 -0.32931475
## Kory Lichtensteiger -0.429366495 1.139341683 -0.70997519
## Cody Wallace -0.286712325 0.060791788 0.22592054
## John Sullivan -0.955546432 0.966307471 -0.01076104
## Garrett Gilkey -0.146734852 -0.541182634 0.68791749
## Mitch Morse -0.431239583 -0.805183622 1.23642321
## Patrick Lewis -0.039048923 -0.294928784 0.33397771
## Julian Vandervelde 0.391800401 -0.245386008 -0.14641439
## Wesley Johnson 0.806043079 -0.521660807 -0.28438227
## Khaled Holmes 0.434431137 0.480694983 -0.91512612
## Ryan Kalil -0.007852413 0.374717133 -0.36686472
## David Molk -0.558088613 -0.789883097 1.34797171
## Gabe Ikard 1.752475407 -0.039054196 -1.71342121
## Dillon Farrell 0.298337131 -0.432912839 0.13457571
## Travis Frederick -1.597247355 1.215280212 0.38196714
## Reese Dismukes 0.393740679 -0.033329903 -0.36041078
## Corey Linsley -0.312673483 -0.244243575 0.55691706
## B.J. Finney 0.115431929 0.499701586 -0.61513351
## Eric Kush 1.216488283 -0.164465635 -1.05202265
## Jason Kelce 0.924496568 0.528748344 -1.45324491
## Travis Swanson 0.433353571 0.083597704 -0.51695127
## Brian Schwenke 0.315345231 -0.826800785 0.51145555
## Russell Bodine -0.866718508 -0.679658973 1.54637748
## Shane McDermott -0.034449892 -0.187061990 0.22151188
## Josh Allen 0.483784677 -1.184662743 0.70087807
## Hroniss Grasu 1.619046711 -0.175796148 -1.44325056
## Brett Goode 1.143599908 0.088265326 -1.23186523
## Nick Sundberg 1.687215395 -0.031084128 -1.65613127
## Ted Larsen 0.353635200 0.556859903 -0.91049510
## Tim Lelito -0.834184588 0.230117019 0.60406757
## Weston Richburg 0.148041868 -0.053951208 -0.09409066
## Evan Smith -0.303306945 0.346868051 -0.04356111
## Joe Hawley -0.053575527 0.267095903 -0.21352038
## Michael Brewster -0.718530493 -0.345299373 1.06382987
## Will Montgomery -1.257788573 0.479068143 0.77872043
## James Ferentz 0.545668533 0.041084333 -0.58675287
## Max Garcia -0.491447649 -0.497946288 0.98939394
## Tim Barnes 0.276915174 0.309582170 -0.58649734
## Matt Paradis 0.074327823 -0.097069354 0.02274153
## J.D. Walton 0.133543283 0.662483312 -0.79602660
## Braxston Cave -0.764559164 -0.209205310 0.97376447
## J.C. Tretter 0.680484555 -0.787281764 0.10679721
## Garrison Sanborn 1.101366272 -0.542682639 -0.55868363
## Daniel Kilgore -0.715714923 0.265785557 0.44992937
## Alex Mack -0.811922366 0.598196903 0.21372546
## Dalton Freeman -0.067392128 -0.572349551 0.63974168
## A.Q. Shipley -0.507723938 0.262141738 0.24558220
## Darren Keyton 0.092311126 0.065251046 -0.15756217
## Max Unger -0.894398456 1.303206923 -0.40880847
## Cody White 0.728272440 -0.545136940 -0.18313550
## Rodney Hudson -0.095768459 1.110203862 -1.01443540
## Lemuel Jeanpierre 0.117072528 0.092542433 -0.20961496
## Ben Jones -0.501506745 0.182708512 0.31879823
## Trevor Robinson -0.305189882 -0.271487544 0.57667743
## Luke Bowanko -0.612229931 0.330378809 0.28185112
## Bryan Stork -0.269296517 0.795788357 -0.52649184
## Austin Reiter 1.536619458 -0.520593288 -1.01602617
## Greg Warren 0.212397101 0.514776105 -0.72717321
## Chris Watt -1.118492014 0.109642076 1.00884994
## Andy Gallik -0.796209630 -0.021938236 0.81814787
## Joe Berger -0.512968411 0.461524475 0.05144394
## Jacques McClendon -0.286403201 -0.045270950 0.33167415
## Taylor Boggs -0.774725741 0.063624641 0.71110110
## Demetrius Rhaney 1.574734228 -1.133484834 -0.44124939
## Ryan Jensen -0.115957912 -0.716529584 0.83248750
## Mike Pouncey 0.183240122 0.093475059 -0.27671518
## Maurkice Pouncey -0.438733382 0.396162680 0.04257070
## Pass Blocking Quickness Run Blocking Strength
## Eric Wood -0.006902183 0.71636166 0.070043107 -0.191198887
## Stefen Wisniewski -0.679185463 0.39539862 0.985837780 -0.092540867
## Peter Konz -0.655852023 1.09901373 0.282152006 -0.433928330
## Tyler Larsen 0.217618618 -0.82893335 -0.777922438 1.715254651
## Kraig Urbik 1.414652957 -1.91338080 -0.237396514 1.415909159
## Nick Mangold 1.413571773 -1.62887956 0.925028376 0.078766377
## Marcus Martin -0.578488068 0.82584493 0.149817281 -0.524356680
## T.J. Johnson 0.158629062 -0.82629792 -0.021315780 0.752747730
## Gino Gradkowski -1.045894858 1.21712782 0.083590511 -0.081633680
## Cameron Erving 0.946852833 1.20829667 -1.031325959 -0.718546390
## Jonotthan Harrison -0.865341774 -0.50795140 0.203575112 0.468732744
## James Stone -0.253389627 -0.70877207 0.175313410 -0.565929952
## Brian Folkerts -0.293066881 -0.50545842 -0.612724921 1.202187519
## Shaq Mason -2.019797974 0.89976462 -0.844840471 0.280524802
## Jeremy Zuttah -1.152582646 -0.01576980 0.955384831 -0.163948443
## Kory Lichtensteiger 1.334069273 -0.34781872 0.817404366 -0.912918378
## Cody Wallace 0.867395536 -0.76404271 -0.277330391 0.161201322
## John Sullivan -0.052669951 -0.05916633 1.466542901 0.132415862
## Garrett Gilkey -0.011454123 -0.66663219 -0.585695700 0.781113129
## Mitch Morse 0.252701827 -1.14498668 -0.948695991 1.373481272
## Patrick Lewis 0.289697598 -0.11052683 -0.489884270 0.317935974
## Julian Vandervelde -0.375578965 -0.66451614 -0.186246786 -0.130473065
## Wesley Johnson -0.715748278 0.38650667 -0.490461110 -0.309893320
## Khaled Holmes 0.648456976 0.62685624 0.102634985 -1.165986443
## Ryan Kalil -1.147326043 0.35494021 1.042721229 -0.212859497
## David Molk -0.919691827 1.06245670 -0.353005707 1.642539800
## Gabe Ikard -0.131098288 1.98100354 -0.531315586 -2.113004842
## Dillon Farrell -0.436856438 -0.09457042 -0.378258993 0.176871986
## Travis Frederick 0.897644325 -0.70691054 1.472603474 0.503954168
## Reese Dismukes -0.445041998 1.00520786 0.051430578 -0.396433871
## Corey Linsley 0.579060954 -0.46785844 -0.500148945 0.557565771
## B.J. Finney 0.983898632 -0.57709352 0.080123531 -0.825452349
## Eric Kush -0.384452995 1.10585052 -0.373651769 -1.263633606
## Jason Kelce -0.703855007 0.72796515 0.721719959 -1.590078866
## Travis Swanson -0.725143252 0.52784883 0.346917465 -0.508311997
## Brian Schwenke -0.996743949 -0.39950429 -0.552654461 0.680060082
## Russell Bodine -0.822945148 -1.62946413 -0.096423761 1.959726454
## Shane McDermott 0.503216040 -0.66954383 -0.455606752 0.178540029
## Josh Allen -0.577115307 0.98109646 -1.300593019 0.753057591
## Hroniss Grasu 0.814935386 0.83024669 -1.114194540 -1.930438397
## Brett Goode -1.072000985 1.49328345 0.294830486 -1.344561804
## Nick Sundberg -0.603155699 2.22396941 -0.271216891 -1.972919201
## Ted Larsen 0.184359607 0.66777416 0.454836291 -1.073628402
## Tim Lelito 0.509730724 -0.94958277 0.274536938 0.706623053
## Weston Richburg 0.702995355 -0.52275211 -0.452668901 -0.225589644
## Evan Smith -0.337579568 -0.26360119 0.687912150 0.059281332
## Joe Hawley 0.746305961 -0.11573846 -0.048667570 -0.341077285
## Michael Brewster -0.866869059 0.77689316 0.211979093 1.359676303
## Will Montgomery 1.404514128 -2.15158989 0.265203185 0.837939228
## James Ferentz 0.964609528 -0.21775893 -0.595117745 -0.860018766
## Max Garcia 0.342355589 -1.33227795 -0.600493381 1.109029830
## Tim Barnes 0.973481916 0.25335352 -0.224957189 -0.834247425
## Matt Paradis 0.141400624 -0.65569347 -0.186204294 0.009649936
## J.D. Walton 1.142583241 -0.23075973 0.176669331 -1.055760014
## Braxston Cave 0.360593507 -0.98489489 -0.193408657 1.116652049
## J.C. Tretter -0.314683037 0.75029245 -0.997842078 0.051192414
## Garrison Sanborn -1.566787813 1.87603606 -0.209777797 -0.544888181
## Daniel Kilgore -0.152441699 -0.71222436 0.619113364 0.629940677
## Alex Mack 0.815614307 -0.69668678 0.548354372 0.225857200
## Dalton Freeman -0.842977290 -0.80276932 -0.206851925 0.853436497
## A.Q. Shipley 0.127285371 -0.95007910 0.421805704 0.340645829
## Darren Keyton 0.128992504 -0.36034407 0.002720568 -0.191781887
## Max Unger 0.863199588 -0.88580916 1.402831378 -0.431626301
## Cody White -0.779203625 0.33561783 -0.466150001 -0.178041710
## Rodney Hudson 1.462329332 0.18733967 0.599369700 -1.319882331
## Lemuel Jeanpierre -0.252618281 0.48339578 0.193636842 -0.213004213
## Ben Jones -0.127828717 0.08117866 0.429011495 0.429781241
## Trevor Robinson -0.731635876 -0.23861272 0.144740929 0.789511535
## Luke Bowanko -0.319568740 -0.80262205 0.762193038 0.462382814
## Bryan Stork 0.800464441 -0.06472161 0.622160498 -0.655541329
## Austin Reiter -0.721390786 1.35694063 -0.720403576 -1.221004004
## Greg Warren 0.363621248 0.46212886 0.355954790 -0.885372703
## Chris Watt -0.051518101 -0.42407166 0.487114820 1.257854223
## Andy Gallik 1.009189541 -0.58575673 -0.308768459 0.836268529
## Joe Berger 0.402976258 0.22749676 0.480107109 0.053598052
## Jacques McClendon -0.329897910 -0.64022270 0.212680186 0.467761779
## Taylor Boggs -0.393738265 -0.47345494 0.514581333 0.948570318
## Demetrius Rhaney -0.022905572 1.23050658 -1.841404973 -0.722056538
## Ryan Jensen -0.202439378 0.50276219 -0.744841859 0.928524942
## Mike Pouncey -0.146986654 0.87521361 0.106268888 -0.320667660
## Maurkice Pouncey 1.063445564 0.56413298 0.027015772 -0.083526947
## Speed
## Eric Wood -0.588303694
## Stefen Wisniewski -0.609510071
## Peter Konz -0.291385385
## Tyler Larsen -0.326017477
## Kraig Urbik -0.679784802
## Nick Mangold -0.788486966
## Marcus Martin 0.127182535
## T.J. Johnson -0.063763093
## Gino Gradkowski -0.173189789
## Cameron Erving -0.405277154
## Jonotthan Harrison 0.700985318
## James Stone 1.352778243
## Brian Folkerts 0.209062700
## Shaq Mason 1.684349021
## Jeremy Zuttah 0.376916054
## Kory Lichtensteiger -0.890736543
## Cody Wallace 0.012776241
## John Sullivan -1.487122484
## Garrett Gilkey 0.482668881
## Mitch Morse 0.467499568
## Patrick Lewis -0.007222477
## Julian Vandervelde 1.356814956
## Wesley Johnson 1.129596035
## Khaled Holmes -0.211961756
## Ryan Kalil -0.037475896
## David Molk -1.432298966
## Gabe Ikard 0.794415177
## Dillon Farrell 0.732813868
## Travis Frederick -2.167291427
## Reese Dismukes -0.215162565
## Corey Linsley -0.168619337
## B.J. Finney 0.338523702
## Eric Kush 0.915887847
## Jason Kelce 0.844248766
## Travis Swanson 0.358688949
## Brian Schwenke 1.268842620
## Russell Bodine 0.589106581
## Shane McDermott 0.443394511
## Josh Allen 0.143554279
## Hroniss Grasu 1.399450865
## Brett Goode 0.628448850
## Nick Sundberg 0.623322381
## Ted Larsen -0.233341660
## Tim Lelito -0.541307945
## Weston Richburg 0.498015302
## Evan Smith -0.146012722
## Joe Hawley -0.240822641
## Michael Brewster -1.481679495
## Will Montgomery -0.356066650
## James Ferentz 0.708285917
## Max Garcia 0.481385908
## Tim Barnes -0.167630825
## Matt Paradis 0.690847207
## J.D. Walton -0.032732823
## Braxston Cave -0.298942012
## J.C. Tretter 0.511040250
## Garrison Sanborn 0.445417728
## Daniel Kilgore -0.384387978
## Alex Mack -0.893139095
## Dalton Freeman 0.999162043
## A.Q. Shipley 0.060342193
## Darren Keyton 0.420412880
## Max Unger -0.948595506
## Cody White 1.087777502
## Rodney Hudson -0.929156373
## Lemuel Jeanpierre -0.211410128
## Ben Jones -0.812142678
## Trevor Robinson 0.035996137
## Luke Bowanko -0.102385057
## Bryan Stork -0.702361998
## Austin Reiter 1.305857734
## Greg Warren -0.296332199
## Chris Watt -1.269379286
## Andy Gallik -0.950932881
## Joe Berger -1.164178176
## Jacques McClendon 0.289678642
## Taylor Boggs -0.595958445
## Demetrius Rhaney 1.355860503
## Ryan Jensen -0.484005893
## Mike Pouncey -0.513828181
## Maurkice Pouncey -1.571067364
## K-means clustering with 5 clusters of sizes 13, 24, 21, 9, 14
##
## Cluster means:
## Speed Blocking Strength
## 1 0.3085753 -0.6247109 0.3161355
## 2 0.2616222 0.1531367 -0.4147590
## 3 -0.6665182 -0.1917304 0.8582486
## 4 1.3951158 -0.2211275 -1.1739883
## 5 -0.6321123 0.7473175 -0.1152052
##
## Clustering vector:
## Eric Wood Stefen Wisniewski Peter Konz
## 2 5 2
## Tyler Larsen Kraig Urbik Nick Mangold
## 3 3 5
## Marcus Martin T.J. Johnson Gino Gradkowski
## 2 3 2
## Cameron Erving Jonotthan Harrison James Stone
## 2 1 2
## Brian Folkerts Shaq Mason Jeremy Zuttah
## 3 1 2
## Kory Lichtensteiger Cody Wallace John Sullivan
## 5 3 5
## Garrett Gilkey Mitch Morse Patrick Lewis
## 1 3 1
## Julian Vandervelde Wesley Johnson Khaled Holmes
## 2 1 2
## Ryan Kalil David Molk Gabe Ikard
## 2 3 4
## Dillon Farrell Travis Frederick Reese Dismukes
## 1 5 2
## Corey Linsley B.J. Finney Eric Kush
## 3 2 4
## Jason Kelce Travis Swanson Brian Schwenke
## 4 2 1
## Russell Bodine Shane McDermott Josh Allen
## 3 1 1
## Hroniss Grasu Brett Goode Nick Sundberg
## 4 4 4
## Ted Larsen Tim Lelito Weston Richburg
## 2 3 2
## Evan Smith Joe Hawley Michael Brewster
## 5 2 3
## Will Montgomery James Ferentz Max Garcia
## 3 2 3
## Tim Barnes Matt Paradis J.D. Walton
## 2 2 2
## Braxston Cave J.C. Tretter Garrison Sanborn
## 3 1 4
## Daniel Kilgore Alex Mack Dalton Freeman
## 3 5 1
## A.Q. Shipley Darren Keyton Max Unger
## 5 2 5
## Cody White Rodney Hudson Lemuel Jeanpierre
## 1 5 2
## Ben Jones Trevor Robinson Luke Bowanko
## 3 3 5
## Bryan Stork Austin Reiter Greg Warren
## 5 4 2
## Chris Watt Andy Gallik Joe Berger
## 3 3 5
## Jacques McClendon Taylor Boggs Demetrius Rhaney
## 3 3 4
## Ryan Jensen Mike Pouncey Maurkice Pouncey
## 1 2 5
##
## Within cluster sum of squares by cluster:
## [1] 4.973529 4.006467 8.042210 4.109062 6.218332
## (between_SS / total_SS = 75.3 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
## K-means clustering with 5 clusters of sizes 18, 19, 18, 13, 13
##
## Cluster means:
## Pass Blocking Quickness Run Blocking Strength Speed
## 1 -0.1999182 -0.6474777 -0.2785211 0.5141258 0.6117913
## 2 -0.5009073 0.5680895 0.2707849 0.1168416 -0.4548086
## 3 0.5400796 -0.9307264 0.2987264 0.6731393 -0.5812189
## 4 -0.6323188 1.1690757 -0.5265160 -0.9891387 0.9788979
## 5 0.8934214 0.1858455 0.1027770 -0.8255353 -0.3565086
##
## Clustering vector:
## Eric Wood Stefen Wisniewski Peter Konz
## 2 2 2
## Tyler Larsen Kraig Urbik Nick Mangold
## 3 3 3
## Marcus Martin T.J. Johnson Gino Gradkowski
## 2 3 2
## Cameron Erving Jonotthan Harrison James Stone
## 5 1 1
## Brian Folkerts Shaq Mason Jeremy Zuttah
## 1 4 2
## Kory Lichtensteiger Cody Wallace John Sullivan
## 5 3 2
## Garrett Gilkey Mitch Morse Patrick Lewis
## 1 1 1
## Julian Vandervelde Wesley Johnson Khaled Holmes
## 1 4 5
## Ryan Kalil David Molk Gabe Ikard
## 2 2 4
## Dillon Farrell Travis Frederick Reese Dismukes
## 1 3 2
## Corey Linsley B.J. Finney Eric Kush
## 3 5 4
## Jason Kelce Travis Swanson Brian Schwenke
## 4 2 1
## Russell Bodine Shane McDermott Josh Allen
## 1 1 2
## Hroniss Grasu Brett Goode Nick Sundberg
## 4 4 4
## Ted Larsen Tim Lelito Weston Richburg
## 5 3 1
## Evan Smith Joe Hawley Michael Brewster
## 2 5 2
## Will Montgomery James Ferentz Max Garcia
## 3 5 1
## Tim Barnes Matt Paradis J.D. Walton
## 5 1 5
## Braxston Cave J.C. Tretter Garrison Sanborn
## 3 4 4
## Daniel Kilgore Alex Mack Dalton Freeman
## 3 3 1
## A.Q. Shipley Darren Keyton Max Unger
## 3 1 3
## Cody White Rodney Hudson Lemuel Jeanpierre
## 4 5 2
## Ben Jones Trevor Robinson Luke Bowanko
## 2 1 3
## Bryan Stork Austin Reiter Greg Warren
## 5 4 5
## Chris Watt Andy Gallik Joe Berger
## 3 3 2
## Jacques McClendon Taylor Boggs Demetrius Rhaney
## 1 3 4
## Ryan Jensen Mike Pouncey Maurkice Pouncey
## 2 2 5
##
## Within cluster sum of squares by cluster:
## [1] 19.12463 27.36677 25.99699 24.64259 13.02254
## (between_SS / total_SS = 57.3 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
##
## Call:
## lm(formula = CClusterReducedReg[, 1] ~ CClusterReducedReg[, 2] +
## CClusterReducedReg[, 3] + CClusterReducedReg[, 4], data = CClusterReducedReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.074512 -0.022906 0.004531 0.018880 0.059824
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 9.142e-16 3.281e-03 0.00 1
## CClusterReducedReg[, 2] 1.036e-01 4.672e-03 22.18 <2e-16 ***
## CClusterReducedReg[, 3] 1.210e+00 4.378e-03 276.32 <2e-16 ***
## CClusterReducedReg[, 4] 1.082e-01 3.554e-03 30.43 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02953 on 77 degrees of freedom
## Multiple R-squared: 0.9992, Adjusted R-squared: 0.9991
## F-statistic: 3.094e+04 on 3 and 77 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = CClusterFullReg[, 1] ~ CClusterFullReg[, 2] + CClusterFullReg[,
## 3] + CClusterFullReg[, 4] + CClusterFullReg[, 5] + CClusterFullReg[,
## 6], data = CClusterFullReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.078439 -0.022801 0.003655 0.019386 0.056867
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 9.777e-16 3.330e-03 0.00 1
## CClusterFullReg[, 2] 2.840e-01 3.878e-03 73.25 <2e-16 ***
## CClusterFullReg[, 3] 4.606e-02 3.771e-03 12.21 <2e-16 ***
## CClusterFullReg[, 4] 9.290e-01 4.794e-03 193.79 <2e-16 ***
## CClusterFullReg[, 5] 1.071e-01 3.710e-03 28.86 <2e-16 ***
## CClusterFullReg[, 6] 5.739e-02 4.322e-03 13.28 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02997 on 75 degrees of freedom
## Multiple R-squared: 0.9992, Adjusted R-squared: 0.9991
## F-statistic: 1.802e+04 on 5 and 75 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = CClusterReducedReg[, 1] ~ CClusterReducedReg[, 2] +
## CClusterReducedReg[, 3] + CClusterReducedReg[, 4], data = CClusterReducedReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.074512 -0.022906 0.004531 0.018880 0.059824
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 9.142e-16 3.281e-03 0.00 1
## CClusterReducedReg[, 2] 1.036e-01 4.672e-03 22.18 <2e-16 ***
## CClusterReducedReg[, 3] 1.210e+00 4.378e-03 276.32 <2e-16 ***
## CClusterReducedReg[, 4] 1.082e-01 3.554e-03 30.43 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02953 on 77 degrees of freedom
## Multiple R-squared: 0.9992, Adjusted R-squared: 0.9991
## F-statistic: 3.094e+04 on 3 and 77 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = CClusterFullReg[, 1] ~ CClusterFullReg[, 2] + CClusterFullReg[,
## 3] + CClusterFullReg[, 4] + CClusterFullReg[, 5] + CClusterFullReg[,
## 6], data = CClusterFullReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.078439 -0.022801 0.003655 0.019386 0.056867
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 9.777e-16 3.330e-03 0.00 1
## CClusterFullReg[, 2] 2.840e-01 3.878e-03 73.25 <2e-16 ***
## CClusterFullReg[, 3] 4.606e-02 3.771e-03 12.21 <2e-16 ***
## CClusterFullReg[, 4] 9.290e-01 4.794e-03 193.79 <2e-16 ***
## CClusterFullReg[, 5] 1.071e-01 3.710e-03 28.86 <2e-16 ***
## CClusterFullReg[, 6] 5.739e-02 4.322e-03 13.28 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.02997 on 75 degrees of freedom
## Multiple R-squared: 0.9992, Adjusted R-squared: 0.9991
## F-statistic: 1.802e+04 on 5 and 75 DF, p-value: < 2.2e-16
## Pass Blocking Quickness Run Blocking Strength Speed
## 1 -0.1999182 -0.6474777 -0.2785211 0.5141258 0.6117913
## 2 -0.5009073 0.5680895 0.2707849 0.1168416 -0.4548086
## 3 0.5400796 -0.9307264 0.2987264 0.6731393 -0.5812189
## 4 -0.6323188 1.1690757 -0.5265160 -0.9891387 0.9788979
## 5 0.8934214 0.1858455 0.1027770 -0.8255353 -0.3565086
## Speed Blocking Strength
## 1 0.3085753 -0.6247109 0.3161355
## 2 0.2616222 0.1531367 -0.4147590
## 3 -0.6665182 -0.1917304 0.8582486
## 4 1.3951158 -0.2211275 -1.1739883
## 5 -0.6321123 0.7473175 -0.1152052
## Athletic Poor Blocker Balanced Center Power Center
## Eric Wood 71.74837 72.52019 71.311504
## Stefen Wisniewski 64.60163 67.09564 66.186367
## Peter Konz 39.94484 41.67787 37.335032
## Tyler Larsen 41.30990 33.31880 47.228257
## Kraig Urbik 57.93266 53.55586 67.456119
## Nick Mangold 90.62774 92.21129 93.614914
## Marcus Martin 49.20276 50.99699 45.616445
## T.J. Johnson 32.79542 30.43442 36.516374
## Gino Gradkowski 47.31806 46.80598 44.399701
## Cameron Erving 57.30190 57.67182 52.535744
## Jonotthan Harrison 52.00825 50.04569 52.490948
## James Stone 30.63865 32.71997 27.924077
## Brian Folkerts 46.47952 39.99196 49.021215
## Shaq Mason 39.89058 34.48049 32.363027
## Jeremy Zuttah 73.41009 75.36098 73.152950
## Kory Lichtensteiger 69.18022 75.23165 71.535883
## Cody Wallace 42.96582 42.42571 45.038293
## John Sullivan 74.86515 77.96824 79.890100
## Garrett Gilkey 33.13920 29.00979 34.332080
## Mitch Morse 44.38673 36.91191 47.882422
## Patrick Lewis 28.62479 26.61421 28.973124
## Julian Vandervelde 33.09665 32.64921 30.592884
## Wesley Johnson 42.38988 41.26934 36.838465
## Khaled Holmes 34.93766 39.89515 31.832219
## Ryan Kalil 85.25663 86.83907 85.203175
## David Molk 68.53399 61.07780 72.378309
## Gabe Ikard 32.17228 37.64501 21.551259
## Dillon Farrell 34.34864 32.28746 32.494092
## Travis Frederick 81.44396 83.79638 88.066228
## Reese Dismukes 29.74722 30.74344 27.280321
## Corey Linsley 89.19870 87.74779 90.278754
## B.J. Finney 19.38477 22.43666 18.666894
## Eric Kush 47.59956 50.64548 38.816202
## Jason Kelce 81.42712 85.93554 76.331373
## Travis Swanson 50.86534 53.03813 47.627629
## Brian Schwenke 65.29595 60.35050 63.426654
## Russell Bodine 69.05696 61.40584 74.697963
## Shane McDermott 21.52354 20.40073 21.766144
## Josh Allen 39.80912 32.88823 36.840965
## Hroniss Grasu 41.24365 45.56751 30.163051
## Brett Goode 18.17739 21.47226 13.102455
## Nick Sundberg 10.58642 13.45756 5.921963
## Ted Larsen 49.78236 55.28838 46.945785
## Tim Lelito 58.80497 57.64026 64.612861
## Weston Richburg 54.41048 54.52047 53.342152
## Evan Smith 63.75753 65.23665 65.716297
## Joe Hawley 48.07068 49.92788 48.359429
## Michael Brewster 41.69916 36.70265 47.094716
## Will Montgomery 74.67074 74.03965 81.395388
## James Ferentz 31.97303 34.01269 28.432361
## Max Garcia 35.95915 30.89356 39.611596
## Tim Barnes 41.56469 44.86920 39.454024
## Matt Paradis 22.71020 22.34838 22.326006
## J.D. Walton 39.21642 44.64968 38.013975
## Braxston Cave 32.69760 28.89841 38.040867
## J.C. Tretter 67.08258 63.73225 62.700997
## Garrison Sanborn 15.37493 15.22102 11.137705
## Daniel Kilgore 65.02373 64.56120 69.707057
## Alex Mack 85.93321 86.86862 88.911755
## Dalton Freeman 48.76329 44.15752 49.491484
## A.Q. Shipley 58.83540 59.04164 62.354945
## Darren Keyton 23.97095 24.61979 23.422272
## Max Unger 78.61984 83.25621 82.793083
## Cody White 45.36076 43.77564 40.280217
## Rodney Hudson 78.71960 84.17261 78.910237
## Lemuel Jeanpierre 46.02974 47.14969 45.132127
## Ben Jones 55.12066 54.74816 58.701022
## Trevor Robinson 54.52277 51.37001 56.864854
## Luke Bowanko 50.91470 51.27916 55.295242
## Bryan Stork 51.67117 56.78580 53.340181
## Austin Reiter 28.83139 30.08532 20.101618
## Greg Warren 22.72427 26.42892 21.402782
## Chris Watt 48.75578 45.64363 56.949738
## Andy Gallik 27.16998 24.74365 32.282068
## Joe Berger 54.20600 55.91357 57.773153
## Jacques McClendon 44.87607 43.52915 47.001499
## Taylor Boggs 31.64429 29.65954 36.894098
## Demetrius Rhaney 42.00995 38.98666 31.482620
## Ryan Jensen 46.82478 40.99531 47.967844
## Mike Pouncey 81.08949 82.00168 80.130211
## Maurkice Pouncey 88.35977 89.07167 89.805160
## Quick Center Technique Blocker
## Eric Wood 73.00201 72.292059
## Stefen Wisniewski 65.80364 69.049189
## Peter Konz 44.42568 39.615080
## Tyler Larsen 27.58666 36.724468
## Kraig Urbik 43.45934 61.712982
## Nick Mangold 89.07006 94.857710
## Marcus Martin 54.62339 48.072101
## T.J. Johnson 26.91353 33.236753
## Gino Gradkowski 49.59395 44.000579
## Cameron Erving 62.20289 53.358816
## Jonotthan Harrison 49.40221 50.059287
## James Stone 35.71607 30.582013
## Brian Folkerts 37.06716 40.864718
## Shaq Mason 41.39008 26.860530
## Jeremy Zuttah 75.76893 75.554495
## Kory Lichtensteiger 73.63502 78.366817
## Cody Wallace 40.39813 44.215787
## John Sullivan 73.18033 82.845487
## Garrett Gilkey 27.58664 29.159175
## Mitch Morse 33.11860 38.384550
## Patrick Lewis 26.11554 26.488528
## Julian Vandervelde 35.09035 30.251282
## Wesley Johnson 46.66169 35.935549
## Khaled Holmes 43.57467 37.977439
## Ryan Kalil 87.02241 87.126806
## David Molk 56.18090 63.303080
## Gabe Ikard 50.48827 28.027953
## Dillon Farrell 33.88904 30.178779
## Travis Frederick 76.41911 89.772277
## Reese Dismukes 33.34829 28.638367
## Corey Linsley 86.37544 88.528558
## B.J. Finney 23.50116 22.407294
## Eric Kush 59.46428 43.099649
## Jason Kelce 89.70244 83.012241
## Travis Swanson 56.34090 50.528258
## Brian Schwenke 61.75965 57.425863
## Russell Bodine 54.35221 65.502815
## Shane McDermott 20.07663 20.373480
## Josh Allen 35.03516 28.924142
## Hroniss Grasu 57.41903 35.837391
## Brett Goode 28.31028 16.834181
## Nick Sundberg 21.47739 8.659146
## Ted Larsen 58.47957 53.892203
## Tim Lelito 51.70388 62.812174
## Weston Richburg 55.55978 53.558124
## Evan Smith 63.46838 67.336161
## Joe Hawley 49.81507 50.604716
## Michael Brewster 31.43423 40.433511
## Will Montgomery 66.34860 80.268813
## James Ferentz 37.87197 31.081158
## Max Garcia 27.28187 32.968686
## Tim Barnes 47.25855 43.614914
## Matt Paradis 22.68738 21.917883
## J.D. Walton 46.34885 44.715186
## Braxston Cave 24.03607 32.733971
## J.C. Tretter 67.63388 58.784823
## Garrison Sanborn 20.17380 11.274378
## Daniel Kilgore 59.74171 68.824761
## Alex Mack 83.75210 89.673897
## Dalton Freeman 43.05284 43.813937
## A.Q. Shipley 55.59173 62.336334
## Darren Keyton 25.22390 24.247898
## Max Unger 79.73035 87.351480
## Cody White 48.60364 38.774671
## Rodney Hudson 84.46099 85.379304
## Lemuel Jeanpierre 48.12196 46.565015
## Ben Jones 51.20992 57.982250
## Trevor Robinson 48.79884 52.856833
## Luke Bowanko 47.06456 55.404728
## Bryan Stork 55.64458 59.410339
## Austin Reiter 40.19546 21.996162
## Greg Warren 28.21288 25.934298
## Chris Watt 37.60503 52.548286
## Andy Gallik 20.26361 28.688891
## Joe Berger 52.59859 59.556376
## Jacques McClendon 41.38076 45.186134
## Taylor Boggs 24.90281 33.923049
## Demetrius Rhaney 49.38559 28.907026
## Ryan Jensen 39.40807 40.757836
## Mike Pouncey 82.95168 81.346003
## Maurkice Pouncey 87.67493 90.490627
## Athletic Poor Blocker Quick Run Blocker Strong Blocker
## Eric Wood 70.27455 74.35628 71.719104
## Stefen Wisniewski 62.05768 67.48190 64.077628
## Peter Konz 37.34878 43.69780 36.599545
## Tyler Larsen 38.09000 32.90547 39.486044
## Kraig Urbik 59.85388 51.80683 66.411750
## Nick Mangold 92.72523 91.57002 95.294899
## Marcus Martin 47.85788 51.85995 45.651763
## T.J. Johnson 32.58853 29.16018 33.830144
## Gino Gradkowski 42.51600 48.64649 40.188698
## Cameron Erving 58.39329 62.20352 59.053105
## Jonotthan Harrison 50.65828 47.10834 47.083068
## James Stone 34.52865 29.38448 30.155845
## Brian Folkerts 43.54225 38.90562 41.856522
## Shaq Mason 34.87758 32.90132 24.108771
## Jeremy Zuttah 72.07829 73.41370 70.130313
## Kory Lichtensteiger 73.85636 76.18394 79.593586
## Cody Wallace 45.88124 41.66045 47.827212
## John Sullivan 73.24466 78.70150 79.352892
## Garrett Gilkey 32.64469 27.48052 30.792791
## Mitch Morse 43.77227 34.92811 42.253018
## Patrick Lewis 28.55860 26.98998 28.551285
## Julian Vandervelde 35.44873 29.47265 30.326748
## Wesley Johnson 42.27589 40.24681 35.659047
## Khaled Holmes 38.10745 41.94472 39.591202
## Ryan Kalil 83.73121 86.35179 83.183218
## David Molk 58.39818 64.84933 60.717111
## Gabe Ikard 34.65026 40.71746 29.134796
## Dillon Farrell 33.92030 31.04524 30.199589
## Travis Frederick 81.13542 84.67282 88.686894
## Reese Dismukes 27.94593 32.59742 27.166614
## Corey Linsley 89.33600 87.78098 90.020127
## B.J. Finney 24.09396 21.85015 25.030487
## Eric Kush 49.22553 51.50624 43.254648
## Jason Kelce 83.18137 85.41177 80.273057
## Travis Swanson 50.16176 52.78153 47.342363
## Brian Schwenke 63.50756 57.29918 56.501197
## Russell Bodine 65.85857 56.64898 63.693572
## Shane McDermott 23.36132 19.47567 22.768291
## Josh Allen 34.50127 34.94349 30.470460
## Hroniss Grasu 48.56211 46.72330 42.159685
## Brett Goode 17.69951 22.23804 14.294423
## Nick Sundberg 10.84851 15.36412 8.206295
## Ted Larsen 51.71871 56.78186 52.937728
## Tim Lelito 59.14766 56.65916 63.416894
## Weston Richburg 58.34745 53.74659 57.592538
## Evan Smith 63.28670 64.16285 64.403373
## Joe Hawley 50.65850 50.67155 53.045081
## Michael Brewster 32.96164 39.66216 36.447623
## Will Montgomery 78.27446 71.51863 82.813569
## James Ferentz 37.54858 33.86064 36.007557
## Max Garcia 36.67627 28.49585 35.970004
## Tim Barnes 45.29837 46.49616 47.184441
## Matt Paradis 24.62669 20.79059 23.023450
## J.D. Walton 45.29402 45.10732 48.017685
## Braxston Cave 32.00323 27.98247 34.361225
## J.C. Tretter 65.35456 64.96300 60.837271
## Garrison Sanborn 12.43464 16.45804 9.237847
## Daniel Kilgore 63.84026 62.99094 66.472998
## Alex Mack 86.82505 86.98267 90.008881
## Dalton Freeman 47.33211 40.63629 42.384278
## A.Q. Shipley 60.11159 56.73940 61.616488
## Darren Keyton 25.65434 23.63634 24.810381
## Max Unger 81.46165 82.77653 86.468172
## Cody White 44.71530 42.55472 38.123660
## Rodney Hudson 82.61890 85.64302 86.775314
## Lemuel Jeanpierre 44.86444 48.11232 45.009196
## Ben Jones 52.54552 55.78977 56.026458
## Trevor Robinson 51.05860 50.03222 50.006841
## Luke Bowanko 50.46769 48.92354 52.173127
## Bryan Stork 54.68858 57.82772 59.808169
## Austin Reiter 29.44936 30.83488 22.247282
## Greg Warren 24.46256 27.71211 25.962877
## Chris Watt 44.34673 46.27317 50.384175
## Andy Gallik 27.06097 25.83128 32.084124
## Joe Berger 53.09553 58.04159 58.829734
## Jacques McClendon 44.40854 41.29316 43.612255
## Taylor Boggs 28.71036 28.97322 31.183394
## Demetrius Rhaney 42.87382 40.72364 34.022321
## Ryan Jensen 41.93239 43.09005 41.914941
## Mike Pouncey 79.77607 83.46693 80.486563
## Maurkice Pouncey 88.10887 90.97347 91.504462
## Quick Center Pass Blocker
## Eric Wood 73.52539 73.93837
## Stefen Wisniewski 63.91379 64.14489
## Peter Konz 44.92091 40.82161
## Tyler Larsen 27.63249 30.61632
## Kraig Urbik 41.96981 55.71884
## Nick Mangold 87.69665 93.85505
## Marcus Martin 55.02407 49.98426
## T.J. Johnson 25.99422 28.73669
## Gino Gradkowski 50.08160 43.21201
## Cameron Erving 66.34906 66.73398
## Jonotthan Harrison 47.68202 43.02684
## James Stone 34.82905 30.79288
## Brian Folkerts 37.03374 35.56663
## Shaq Mason 42.65483 25.18178
## Jeremy Zuttah 73.52907 69.51196
## Kory Lichtensteiger 73.06743 81.66542
## Cody Wallace 40.52078 45.68142
## John Sullivan 70.46790 77.44224
## Garrett Gilkey 27.55699 26.66108
## Mitch Morse 33.36850 34.17495
## Patrick Lewis 26.92603 27.55700
## Julian Vandervelde 34.60961 29.53345
## Wesley Johnson 47.85365 38.41319
## Khaled Holmes 45.03428 46.88190
## Ryan Kalil 85.72146 83.41328
## David Molk 56.79747 55.56481
## Gabe Ikard 54.67034 44.17537
## Dillon Farrell 34.18127 29.52582
## Travis Frederick 73.62660 85.63467
## Reese Dismukes 34.23427 30.86969
## Corey Linsley 86.68986 88.55370
## B.J. Finney 23.82161 27.31350
## Eric Kush 61.71690 52.61764
## Jason Kelce 89.51678 85.72236
## Travis Swanson 56.00338 50.56873
## Brian Schwenke 61.52979 52.55069
## Russell Bodine 51.28735 50.04749
## Shane McDermott 20.37524 21.36809
## Josh Allen 37.82477 30.62524
## Hroniss Grasu 61.99742 55.32370
## Brett Goode 29.15773 20.54932
## Nick Sundberg 24.17595 15.82762
## Ted Larsen 58.86023 59.35191
## Tim Lelito 50.02217 57.54397
## Weston Richburg 56.61726 58.12086
## Evan Smith 61.57209 62.62387
## Joe Hawley 50.40378 54.69709
## Michael Brewster 30.82772 31.61856
## Will Montgomery 64.06620 76.05743
## James Ferentz 39.93436 40.49405
## Max Garcia 26.84306 28.75393
## Tim Barnes 48.93471 52.49094
## Matt Paradis 22.50745 21.94149
## J.D. Walton 47.05687 52.75567
## Braxston Cave 23.32865 27.58665
## J.C. Tretter 70.01988 63.47708
## Garrison Sanborn 21.40087 12.62705
## Daniel Kilgore 57.15099 61.11096
## Alex Mack 82.85003 88.46991
## Dalton Freeman 41.81663 36.38000
## A.Q. Shipley 53.53067 57.18108
## Darren Keyton 25.04078 24.86619
## Max Unger 77.44616 85.59293
## Cody White 49.52308 40.12732
## Rodney Hudson 84.75454 90.02982
## Lemuel Jeanpierre 48.19221 46.97013
## Ben Jones 50.18613 53.56635
## Trevor Robinson 47.30851 45.13131
## Luke Bowanko 44.18621 46.84551
## Bryan Stork 55.04699 62.25412
## Austin Reiter 43.27904 30.52198
## Greg Warren 28.69138 30.37238
## Chris Watt 35.59958 42.52527
## Andy Gallik 20.48291 27.76546
## Joe Berger 52.05374 58.67075
## Jacques McClendon 39.78706 39.42883
## Taylor Boggs 23.10504 25.56785
## Demetrius Rhaney 54.81984 42.53024
## Ryan Jensen 40.84681 39.50874
## Mike Pouncey 83.39252 82.89729
## Maurkice Pouncey 88.28694 92.29383
## Athletic Poor Blocker Balanced Center Power Center
## Eric Wood 71.74837 72.52019 71.311504
## Stefen Wisniewski 64.60163 67.09564 66.186367
## Peter Konz 39.94484 41.67787 37.335032
## Tyler Larsen 41.30990 33.31880 47.228257
## Kraig Urbik 57.93266 53.55586 67.456119
## Nick Mangold 90.62774 92.21129 93.614914
## Marcus Martin 49.20276 50.99699 45.616445
## T.J. Johnson 32.79542 30.43442 36.516374
## Gino Gradkowski 47.31806 46.80598 44.399701
## Cameron Erving 57.30190 57.67182 52.535744
## Jonotthan Harrison 52.00825 50.04569 52.490948
## James Stone 30.63865 32.71997 27.924077
## Brian Folkerts 46.47952 39.99196 49.021215
## Shaq Mason 39.89058 34.48049 32.363027
## Jeremy Zuttah 73.41009 75.36098 73.152950
## Kory Lichtensteiger 69.18022 75.23165 71.535883
## Cody Wallace 42.96582 42.42571 45.038293
## John Sullivan 74.86515 77.96824 79.890100
## Garrett Gilkey 33.13920 29.00979 34.332080
## Mitch Morse 44.38673 36.91191 47.882422
## Patrick Lewis 28.62479 26.61421 28.973124
## Julian Vandervelde 33.09665 32.64921 30.592884
## Wesley Johnson 42.38988 41.26934 36.838465
## Khaled Holmes 34.93766 39.89515 31.832219
## Ryan Kalil 85.25663 86.83907 85.203175
## David Molk 68.53399 61.07780 72.378309
## Gabe Ikard 32.17228 37.64501 21.551259
## Dillon Farrell 34.34864 32.28746 32.494092
## Travis Frederick 81.44396 83.79638 88.066228
## Reese Dismukes 29.74722 30.74344 27.280321
## Corey Linsley 89.19870 87.74779 90.278754
## B.J. Finney 19.38477 22.43666 18.666894
## Eric Kush 47.59956 50.64548 38.816202
## Jason Kelce 81.42712 85.93554 76.331373
## Travis Swanson 50.86534 53.03813 47.627629
## Brian Schwenke 65.29595 60.35050 63.426654
## Russell Bodine 69.05696 61.40584 74.697963
## Shane McDermott 21.52354 20.40073 21.766144
## Josh Allen 39.80912 32.88823 36.840965
## Hroniss Grasu 41.24365 45.56751 30.163051
## Brett Goode 18.17739 21.47226 13.102455
## Nick Sundberg 10.58642 13.45756 5.921963
## Ted Larsen 49.78236 55.28838 46.945785
## Tim Lelito 58.80497 57.64026 64.612861
## Weston Richburg 54.41048 54.52047 53.342152
## Evan Smith 63.75753 65.23665 65.716297
## Joe Hawley 48.07068 49.92788 48.359429
## Michael Brewster 41.69916 36.70265 47.094716
## Will Montgomery 74.67074 74.03965 81.395388
## James Ferentz 31.97303 34.01269 28.432361
## Max Garcia 35.95915 30.89356 39.611596
## Tim Barnes 41.56469 44.86920 39.454024
## Matt Paradis 22.71020 22.34838 22.326006
## J.D. Walton 39.21642 44.64968 38.013975
## Braxston Cave 32.69760 28.89841 38.040867
## J.C. Tretter 67.08258 63.73225 62.700997
## Garrison Sanborn 15.37493 15.22102 11.137705
## Daniel Kilgore 65.02373 64.56120 69.707057
## Alex Mack 85.93321 86.86862 88.911755
## Dalton Freeman 48.76329 44.15752 49.491484
## A.Q. Shipley 58.83540 59.04164 62.354945
## Darren Keyton 23.97095 24.61979 23.422272
## Max Unger 78.61984 83.25621 82.793083
## Cody White 45.36076 43.77564 40.280217
## Rodney Hudson 78.71960 84.17261 78.910237
## Lemuel Jeanpierre 46.02974 47.14969 45.132127
## Ben Jones 55.12066 54.74816 58.701022
## Trevor Robinson 54.52277 51.37001 56.864854
## Luke Bowanko 50.91470 51.27916 55.295242
## Bryan Stork 51.67117 56.78580 53.340181
## Austin Reiter 28.83139 30.08532 20.101618
## Greg Warren 22.72427 26.42892 21.402782
## Chris Watt 48.75578 45.64363 56.949738
## Andy Gallik 27.16998 24.74365 32.282068
## Joe Berger 54.20600 55.91357 57.773153
## Jacques McClendon 44.87607 43.52915 47.001499
## Taylor Boggs 31.64429 29.65954 36.894098
## Demetrius Rhaney 42.00995 38.98666 31.482620
## Ryan Jensen 46.82478 40.99531 47.967844
## Mike Pouncey 81.08949 82.00168 80.130211
## Maurkice Pouncey 88.35977 89.07167 89.805160
## Quick Center Technique Blocker V6
## Eric Wood 73.00201 72.292059 80
## Stefen Wisniewski 65.80364 69.049189 80
## Peter Konz 44.42568 39.615080 70
## Tyler Larsen 27.58666 36.724468 65
## Kraig Urbik 43.45934 61.712982 75
## Nick Mangold 89.07006 94.857710 95
## Marcus Martin 54.62339 48.072101 72
## T.J. Johnson 26.91353 33.236753 67
## Gino Gradkowski 49.59395 44.000579 70
## Cameron Erving 62.20289 53.358816 73
## Jonotthan Harrison 49.40221 50.059287 72
## James Stone 35.71607 30.582013 67
## Brian Folkerts 37.06716 40.864718 67
## Shaq Mason 41.39008 26.860530 62
## Jeremy Zuttah 75.76893 75.554495 82
## Kory Lichtensteiger 73.63502 78.366817 86
## Cody Wallace 40.39813 44.215787 71
## John Sullivan 73.18033 82.845487 87
## Garrett Gilkey 27.58664 29.159175 64
## Mitch Morse 33.11860 38.384550 66
## Patrick Lewis 26.11554 26.488528 64
## Julian Vandervelde 35.09035 30.251282 66
## Wesley Johnson 46.66169 35.935549 67
## Khaled Holmes 43.57467 37.977439 71
## Ryan Kalil 87.02241 87.126806 87
## David Molk 56.18090 63.303080 74
## Gabe Ikard 50.48827 28.027953 67
## Dillon Farrell 33.88904 30.178779 65
## Travis Frederick 76.41911 89.772277 91
## Reese Dismukes 33.34829 28.638367 66
## Corey Linsley 86.37544 88.528558 86
## B.J. Finney 23.50116 22.407294 65
## Eric Kush 59.46428 43.099649 71
## Jason Kelce 89.70244 83.012241 87
## Travis Swanson 56.34090 50.528258 73
## Brian Schwenke 61.75965 57.425863 72
## Russell Bodine 54.35221 65.502815 75
## Shane McDermott 20.07663 20.373480 62
## Josh Allen 35.03516 28.924142 62
## Hroniss Grasu 57.41903 35.837391 69
## Brett Goode 28.31028 16.834181 62
## Nick Sundberg 21.47739 8.659146 57
## Ted Larsen 58.47957 53.892203 76
## Tim Lelito 51.70388 62.812174 77
## Weston Richburg 55.55978 53.558124 74
## Evan Smith 63.46838 67.336161 79
## Joe Hawley 49.81507 50.604716 74
## Michael Brewster 31.43423 40.433511 68
## Will Montgomery 66.34860 80.268813 84
## James Ferentz 37.87197 31.081158 67
## Max Garcia 27.28187 32.968686 65
## Tim Barnes 47.25855 43.614914 72
## Matt Paradis 22.68738 21.917883 63
## J.D. Walton 46.34885 44.715186 73
## Braxston Cave 24.03607 32.733971 66
## J.C. Tretter 67.63388 58.784823 73
## Garrison Sanborn 20.17380 11.274378 57
## Daniel Kilgore 59.74171 68.824761 79
## Alex Mack 83.75210 89.673897 89
## Dalton Freeman 43.05284 43.813937 69
## A.Q. Shipley 55.59173 62.336334 77
## Darren Keyton 25.22390 24.247898 64
## Max Unger 79.73035 87.351480 90
## Cody White 48.60364 38.774671 68
## Rodney Hudson 84.46099 85.379304 89
## Lemuel Jeanpierre 48.12196 46.565015 72
## Ben Jones 51.20992 57.982250 75
## Trevor Robinson 48.79884 52.856833 72
## Luke Bowanko 47.06456 55.404728 75
## Bryan Stork 55.64458 59.410339 78
## Austin Reiter 40.19546 21.996162 63
## Greg Warren 28.21288 25.934298 67
## Chris Watt 37.60503 52.548286 73
## Andy Gallik 20.26361 28.688891 65
## Joe Berger 52.59859 59.556376 77
## Jacques McClendon 41.38076 45.186134 71
## Taylor Boggs 24.90281 33.923049 67
## Demetrius Rhaney 49.38559 28.907026 63
## Ryan Jensen 39.40807 40.757836 67
## Mike Pouncey 82.95168 81.346003 84
## Maurkice Pouncey 87.67493 90.490627 90
## Athletic Poor Blocker Quick Run Blocker Strong Blocker
## Eric Wood 70.27455 74.35628 71.719104
## Stefen Wisniewski 62.05768 67.48190 64.077628
## Peter Konz 37.34878 43.69780 36.599545
## Tyler Larsen 38.09000 32.90547 39.486044
## Kraig Urbik 59.85388 51.80683 66.411750
## Nick Mangold 92.72523 91.57002 95.294899
## Marcus Martin 47.85788 51.85995 45.651763
## T.J. Johnson 32.58853 29.16018 33.830144
## Gino Gradkowski 42.51600 48.64649 40.188698
## Cameron Erving 58.39329 62.20352 59.053105
## Jonotthan Harrison 50.65828 47.10834 47.083068
## James Stone 34.52865 29.38448 30.155845
## Brian Folkerts 43.54225 38.90562 41.856522
## Shaq Mason 34.87758 32.90132 24.108771
## Jeremy Zuttah 72.07829 73.41370 70.130313
## Kory Lichtensteiger 73.85636 76.18394 79.593586
## Cody Wallace 45.88124 41.66045 47.827212
## John Sullivan 73.24466 78.70150 79.352892
## Garrett Gilkey 32.64469 27.48052 30.792791
## Mitch Morse 43.77227 34.92811 42.253018
## Patrick Lewis 28.55860 26.98998 28.551285
## Julian Vandervelde 35.44873 29.47265 30.326748
## Wesley Johnson 42.27589 40.24681 35.659047
## Khaled Holmes 38.10745 41.94472 39.591202
## Ryan Kalil 83.73121 86.35179 83.183218
## David Molk 58.39818 64.84933 60.717111
## Gabe Ikard 34.65026 40.71746 29.134796
## Dillon Farrell 33.92030 31.04524 30.199589
## Travis Frederick 81.13542 84.67282 88.686894
## Reese Dismukes 27.94593 32.59742 27.166614
## Corey Linsley 89.33600 87.78098 90.020127
## B.J. Finney 24.09396 21.85015 25.030487
## Eric Kush 49.22553 51.50624 43.254648
## Jason Kelce 83.18137 85.41177 80.273057
## Travis Swanson 50.16176 52.78153 47.342363
## Brian Schwenke 63.50756 57.29918 56.501197
## Russell Bodine 65.85857 56.64898 63.693572
## Shane McDermott 23.36132 19.47567 22.768291
## Josh Allen 34.50127 34.94349 30.470460
## Hroniss Grasu 48.56211 46.72330 42.159685
## Brett Goode 17.69951 22.23804 14.294423
## Nick Sundberg 10.84851 15.36412 8.206295
## Ted Larsen 51.71871 56.78186 52.937728
## Tim Lelito 59.14766 56.65916 63.416894
## Weston Richburg 58.34745 53.74659 57.592538
## Evan Smith 63.28670 64.16285 64.403373
## Joe Hawley 50.65850 50.67155 53.045081
## Michael Brewster 32.96164 39.66216 36.447623
## Will Montgomery 78.27446 71.51863 82.813569
## James Ferentz 37.54858 33.86064 36.007557
## Max Garcia 36.67627 28.49585 35.970004
## Tim Barnes 45.29837 46.49616 47.184441
## Matt Paradis 24.62669 20.79059 23.023450
## J.D. Walton 45.29402 45.10732 48.017685
## Braxston Cave 32.00323 27.98247 34.361225
## J.C. Tretter 65.35456 64.96300 60.837271
## Garrison Sanborn 12.43464 16.45804 9.237847
## Daniel Kilgore 63.84026 62.99094 66.472998
## Alex Mack 86.82505 86.98267 90.008881
## Dalton Freeman 47.33211 40.63629 42.384278
## A.Q. Shipley 60.11159 56.73940 61.616488
## Darren Keyton 25.65434 23.63634 24.810381
## Max Unger 81.46165 82.77653 86.468172
## Cody White 44.71530 42.55472 38.123660
## Rodney Hudson 82.61890 85.64302 86.775314
## Lemuel Jeanpierre 44.86444 48.11232 45.009196
## Ben Jones 52.54552 55.78977 56.026458
## Trevor Robinson 51.05860 50.03222 50.006841
## Luke Bowanko 50.46769 48.92354 52.173127
## Bryan Stork 54.68858 57.82772 59.808169
## Austin Reiter 29.44936 30.83488 22.247282
## Greg Warren 24.46256 27.71211 25.962877
## Chris Watt 44.34673 46.27317 50.384175
## Andy Gallik 27.06097 25.83128 32.084124
## Joe Berger 53.09553 58.04159 58.829734
## Jacques McClendon 44.40854 41.29316 43.612255
## Taylor Boggs 28.71036 28.97322 31.183394
## Demetrius Rhaney 42.87382 40.72364 34.022321
## Ryan Jensen 41.93239 43.09005 41.914941
## Mike Pouncey 79.77607 83.46693 80.486563
## Maurkice Pouncey 88.10887 90.97347 91.504462
## Quick Center Pass Blocker V6
## Eric Wood 73.52539 73.93837 80
## Stefen Wisniewski 63.91379 64.14489 80
## Peter Konz 44.92091 40.82161 70
## Tyler Larsen 27.63249 30.61632 65
## Kraig Urbik 41.96981 55.71884 75
## Nick Mangold 87.69665 93.85505 95
## Marcus Martin 55.02407 49.98426 72
## T.J. Johnson 25.99422 28.73669 67
## Gino Gradkowski 50.08160 43.21201 70
## Cameron Erving 66.34906 66.73398 73
## Jonotthan Harrison 47.68202 43.02684 72
## James Stone 34.82905 30.79288 67
## Brian Folkerts 37.03374 35.56663 67
## Shaq Mason 42.65483 25.18178 62
## Jeremy Zuttah 73.52907 69.51196 82
## Kory Lichtensteiger 73.06743 81.66542 86
## Cody Wallace 40.52078 45.68142 71
## John Sullivan 70.46790 77.44224 87
## Garrett Gilkey 27.55699 26.66108 64
## Mitch Morse 33.36850 34.17495 66
## Patrick Lewis 26.92603 27.55700 64
## Julian Vandervelde 34.60961 29.53345 66
## Wesley Johnson 47.85365 38.41319 67
## Khaled Holmes 45.03428 46.88190 71
## Ryan Kalil 85.72146 83.41328 87
## David Molk 56.79747 55.56481 74
## Gabe Ikard 54.67034 44.17537 67
## Dillon Farrell 34.18127 29.52582 65
## Travis Frederick 73.62660 85.63467 91
## Reese Dismukes 34.23427 30.86969 66
## Corey Linsley 86.68986 88.55370 86
## B.J. Finney 23.82161 27.31350 65
## Eric Kush 61.71690 52.61764 71
## Jason Kelce 89.51678 85.72236 87
## Travis Swanson 56.00338 50.56873 73
## Brian Schwenke 61.52979 52.55069 72
## Russell Bodine 51.28735 50.04749 75
## Shane McDermott 20.37524 21.36809 62
## Josh Allen 37.82477 30.62524 62
## Hroniss Grasu 61.99742 55.32370 69
## Brett Goode 29.15773 20.54932 62
## Nick Sundberg 24.17595 15.82762 57
## Ted Larsen 58.86023 59.35191 76
## Tim Lelito 50.02217 57.54397 77
## Weston Richburg 56.61726 58.12086 74
## Evan Smith 61.57209 62.62387 79
## Joe Hawley 50.40378 54.69709 74
## Michael Brewster 30.82772 31.61856 68
## Will Montgomery 64.06620 76.05743 84
## James Ferentz 39.93436 40.49405 67
## Max Garcia 26.84306 28.75393 65
## Tim Barnes 48.93471 52.49094 72
## Matt Paradis 22.50745 21.94149 63
## J.D. Walton 47.05687 52.75567 73
## Braxston Cave 23.32865 27.58665 66
## J.C. Tretter 70.01988 63.47708 73
## Garrison Sanborn 21.40087 12.62705 57
## Daniel Kilgore 57.15099 61.11096 79
## Alex Mack 82.85003 88.46991 89
## Dalton Freeman 41.81663 36.38000 69
## A.Q. Shipley 53.53067 57.18108 77
## Darren Keyton 25.04078 24.86619 64
## Max Unger 77.44616 85.59293 90
## Cody White 49.52308 40.12732 68
## Rodney Hudson 84.75454 90.02982 89
## Lemuel Jeanpierre 48.19221 46.97013 72
## Ben Jones 50.18613 53.56635 75
## Trevor Robinson 47.30851 45.13131 72
## Luke Bowanko 44.18621 46.84551 75
## Bryan Stork 55.04699 62.25412 78
## Austin Reiter 43.27904 30.52198 63
## Greg Warren 28.69138 30.37238 67
## Chris Watt 35.59958 42.52527 73
## Andy Gallik 20.48291 27.76546 65
## Joe Berger 52.05374 58.67075 77
## Jacques McClendon 39.78706 39.42883 71
## Taylor Boggs 23.10504 25.56785 67
## Demetrius Rhaney 54.81984 42.53024 63
## Ryan Jensen 40.84681 39.50874 67
## Mike Pouncey 83.39252 82.89729 84
## Maurkice Pouncey 88.28694 92.29383 90